SYSTEM all green source pgatoursuperstore.com queue 12,844 pages p99 latency 194ms dataflirt.com · scraper/pgatoursuperstore-com
RUN · 31 active pipelines · pgatoursuperstore.com live

Golf & tennis data,
at warehouse scale.

We extract equipment listings, apparel catalogues, pricing signals, inventory levels, and pre-owned club conditions from PGA Tour Superstore. Delivered as clean JSON, CSV, or Parquet.

Products extracted
184K /day
Price updates
42K /24h
Inventory checks
290K /run
Active pipelines
31
Uptime
99.94%
Data Dictionary

Every field we extract from pgatoursuperstore.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Products (Golf Clubs) objects from pgatoursuperstore.com. All fields typed and schema-versioned.

skuproduct_idnamebrandcategorysub_categorypricelist_pricedexterityflexloftshaft_materialdescriptionimage_urls
products_(golf clubs)
● 200 OK
"sku": "1000000012345",
"name": "Qi10 Max Driver",
"brand": "TaylorMade",
"price": 599.99,
"category": "Golf Clubs",
"dexterity": "Right Hand",
"flex": "Stiff"
# skuproduct_idnamebrandcategorysub_category
1
2
3

Complete list of extractable fields for Pre-Owned Clubs objects from pgatoursuperstore.com. All fields typed and schema-versioned.

skucondition_ratingclub_typebrandmodelpricedexterityshaft_flexgrip_conditionheadcover_includedstore_locationdate_added
pre-owned_clubs
● 200 OK
"sku": "PO-987654321",
"condition_rating": "Very Good",
"brand": "Titleist",
"model": "TSR3 Driver",
"price": 349.99,
"store_location": "Atlanta, GA"
# skucondition_ratingclub_typebrandmodelprice
1
2
3

Complete list of extractable fields for Apparel & Footwear objects from pgatoursuperstore.com. All fields typed and schema-versioned.

skunamebrandcategorygendersizecolourpricestock_statusmaterialfit_typeimage_urls
apparel_& footwear
● 200 OK
"sku": "APP-555444",
"name": "Playoff 3.0 Polo",
"brand": "Under Armour",
"size": "L",
"colour": "Navy",
"price": 65.0,
"stock_status": "In Stock"
# skunamebrandcategorygendersize
1
2
3

Complete list of extractable fields for Pricing & Promotions objects from pgatoursuperstore.com. All fields typed and schema-versioned.

skucurrent_pricemsrpdiscount_pctpromotion_namemap_pricingclearance_flagbulk_discountprice_timestampurl
pricing_& promotions
● 200 OK
"sku": "1000000012345",
"current_price": 499.99,
"msrp": 599.99,
"discount_pct": 16.6,
"promotion_name": "Father's Day Sale",
"clearance_flag": false,
"price_timestamp": "2026-05-12T09:14:00Z"
# skucurrent_pricemsrpdiscount_pctpromotion_namemap_pricing
1
2
3

Complete list of extractable fields for Store Inventory objects from pgatoursuperstore.com. All fields typed and schema-versioned.

store_idstore_namezip_codeskuin_stockstock_levelpickup_availableship_to_storelast_updateddistance_miles
store_inventory
● 200 OK
"store_id": "STR-042",
"store_name": "PGA TOUR Superstore Roswell",
"sku": "1000000012345",
"in_stock": true,
"pickup_available": true,
"last_updated": "2026-05-12T10:00:00Z"
# store_idstore_namezip_codeskuin_stockstock_level
1
2
3

Capabilities

Extract every club, shoe, and racquet

Our PGA Tour Superstore scraper handles complex product variants, dynamic inventory, and multi-store pickup availability across the entire catalogue.

Golf Club Specifications

Loft, lie, shaft flex, dexterity, and grip combinations mapped precisely for every driver, iron set, and putter.

Pre-Owned Condition Tracking

Extract condition ratings, specific wear notes, and dynamic pricing for used equipment.

Racquet & Pickleball Gear

Grip sizes, head sizes, string patterns, and weight specifications extracted from product tables.

Apparel & Footwear Variants

Size, colour, width, and fit combinations with corresponding inventory availability.

Local Store Inventory

Track stock levels and 'Buy Online Pick Up In Store' availability across 60+ retail locations.

Pricing & MAP Violations

Monitor MSRP, current price, clearance status, and promotional discounts.

Customer Reviews

Extract star ratings, review text, and helpful votes across all product categories.

Continuous Sync

Run daily or hourly pipelines to capture flash sales and fast-moving inventory changes.

Brand Catalogues

Filter and extract complete brand line-ups for Titleist, Callaway, TaylorMade, and Ping.

// engagement pipeline

From category URL to structured table

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, brands, or specific SKUs. We map the required attributes.

Pipeline Build
d 2–4

We configure extraction rules, proxy rotation, and location headers to bypass edge protection.

Validation & QA
d 4–6

We verify variant matrices and ensure store-level inventory matches frontend displays.

Delivery
ongoing

Data arrives in your warehouse or S3 bucket formatted as clean JSON, CSV, or Parquet.

Under the hood

Navigating retail bot protection

PGA Tour Superstore uses edge protection and dynamic front-end frameworks. We handle the circumvention.

pipeline-monitor · pgatoursuperstore.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Edge protection bypass
Residential proxies and TLS fingerprinting

Retail sites block datacentre IPs. We route requests through US-based residential proxies with legitimate TLS fingerprints to maintain access.

Variant hydration
Extracting combinations without clicking

Apparel and club configurations are rendered via JavaScript. We intercept the underlying API responses to map every variant matrix instantly.

Geo-localized pricing
Store-specific headers

Inventory and pricing vary by location. We inject specific zip codes and store IDs into session headers to extract localised data.

Schema normalisation
Unifying specification tables

A driver has different specs than a tennis racquet. We normalise disparate HTML tables into a consistent, queryable JSON schema.

Incremental extraction
Only deliver changes

We hash product records and only output SKUs with changed prices, inventory, or new additions, saving compute and storage costs.

Applications

Who uses PGA Tour Superstore data

Teams across industries use pgatoursuperstore.com data to build competitive products and smarter operations.

01
Competitor Price Monitoring

Retailers track discounts and clearance events to remain competitive in the sporting goods sector.

02
Brand MAP Enforcement

Golf brands audit pricing to ensure retailers respect Minimum Advertised Price policies.

03
Secondary Market Arbitrage

Resellers monitor pre-owned club inventory and condition ratings for arbitrage opportunities.

04
Assortment Planning

Merchandisers analyse category depth across golf, tennis, and pickleball to optimise their own catalogues.

05
Inventory Trend Analysis

Track out-of-stock rates on flagship drivers and irons to forecast supply chain bottlenecks.

06
Market Share Estimation

Estimate brand dominance by analysing review velocity and catalogue footprint.

Why DataFlirt

"PGA Tour Superstore holds the deepest inventory of golf and tennis equipment online. Querying their catalogue reveals exact market trends in sporting goods."

Extracting sporting goods data requires handling complex variant matrices like shaft flex, loft, dexterity, and grip size, which break naive scrapers. DataFlirt manages the JavaScript rendering, proxy rotation, and schema normalisation, delivering clean tabular data so your team can focus on merchandising and pricing strategy.

Technical Spec

PGA Tour Superstore scraper capabilities

Everything supported by our pgatoursuperstore.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Required for variant selection and store inventory loading
Supported
Residential proxy rotation
US-based IPs to bypass edge blocking
Supported
Variant mapping
All size, colour, flex, and dexterity combinations
Supported
Store-level inventory
Extract stock status for specific retail locations
Supported
Pre-owned condition extraction
Capture specific wear notes and ratings for used clubs
Supported
Review pagination
Extract all customer reviews and ratings
Supported
Change detection
Only emit records with changed fields since last run
Supported
User purchase history
Requires individual user authentication
Partial
Private club fitting data
Requires in-store session data and account login
Partial
Infrastructure

Infrastructure powering the extraction

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering and variant hydration.

Residential Proxy Infrastructure

We maintain pools of residential US proxies. Rotation happens per-request to avoid IP bans.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested arrays
CSV
Flat file with typed columns
XLS
Excel format for business teams
Parquet
Columnar format for data warehouses
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST API endpoint to poll completed runs
PostgreSQL
Direct database upsert
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About pgatoursuperstore.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping pgatoursuperstore.com legal?

Scraping publicly available pricing and product data is generally permissible. We target only public catalogue data and do not extract authenticated user information.

How do you handle complex club variants?

We intercept the front-end API calls that populate the variant dropdowns, allowing us to map every combination of loft, flex, and dexterity without executing thousands of clicks.

Can you track local store inventory?

Yes. We can simulate user sessions for specific zip codes or store IDs to extract local availability and pickup options.

Do you scrape the pre-owned section?

Yes. We extract the specific condition ratings, model details, and dynamic pricing associated with used inventory.

How fresh is the pricing data?

We can configure pipelines to run daily or hourly, capturing flash sales and promotional changes as they happen.

What is the delivery format?

We deliver structured JSON, CSV, or Parquet files directly to your AWS S3 bucket, Google Cloud Storage, or data warehouse.

$ dataflirt scope --new-project --source=pgatoursuperstore.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. From complete catalogue dumps to daily pricing feeds. We build and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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